“Prompt engineering”

Forge vague natural-language requests into precise, engineering-grade prompts using the CRAFT framework (Context, Role, Action, Format, Tests).

Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.

Design and build use cases, POCs and production systems with TypeSafe's Jev decision model (System One): choose a design mode and a use-case archetype, build…

Professional prompt engineering for Midjourney v6, Flux.1, SDXL, and DALL-E 3 for graphic designers.

Use OpenAI CLIP for zero-shot image-text inference, prompt engineering, feature extraction, and responsible evaluation.

AI product development patterns — LLM integration, structured output, RAG architecture, prompt engineering, streaming, cost optimization, and AI UX.

This skill should be used when the user asks about "text-to-image", "AI image generation", "prompt engineering", "Higgsfield", "Nano Banana Pro", "KLING"…

Expert logo prompt creator for ChatGPT Image 2.0.

Route AI agent engineering prompts to architecture, orchestration, evaluation, safety, debugging, context, prompt, MCP, persona, local AI, and Compound…

LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para…

Audits a given scope (skill, system prompt, tool set, CLAUDE.md, or project) against context engineering best practices and applies improvements.

USE WHEN: writing system prompts, structuring complex instructions, engineering context for Claude agents, optimizing attention efficiency in long prompts.

Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations.

Guides audio mastering for streaming platforms including loudness optimization and tonal balance.

Professional-grade virtual film director and prompt engineer for Seedance 2.0 (即梦).

Use when creating or editing any prompt (commands, hooks, skills, subagent instructions) to verify it produces desired behavior - applies RED-GREEN-REFACTOR…

Restructure any rough build, research, or legal-drafting request into an IRAC-shaped prompt — Issue, Rule, Analysis, Conclusion — optimized for a frontier…

Analyzes and restructures user prompts for optimal LLM interaction.

LLM application architecture expert for RAG, prompting, agents, and production AI systemsUse when "rag system, prompt engineering, llm application, ai agent…

Evaluate and improve AI-generated novel/long-form content quality.

Engineering standards and reusable prompts for working in a plankit repository - load the standards, or run a named prompt

Creates a manager-facing weekly engineering outcomes brief as a one-page PDF after a research-informed interview.

Build AI-powered applications with LLMs, embeddings, RAG systems, and AI agents.

Prompt engineering for code generation, multi-agent coordination, skill authoring standards, workflow automation, and quality gates for AI-generated code.